Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: SLIT2

Gene summary for SLIT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLIT2

Gene ID

9353

Gene nameslit guidance ligand 2
Gene AliasSLIL3
Cytomap4p15.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

O94813


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
9353SLIT2AEH-subject1HumanEndometriumAEH6.24e-093.44e-01-0.3059
9353SLIT2AEH-subject2HumanEndometriumAEH6.33e-043.41e-01-0.2525
9353SLIT2AEH-subject3HumanEndometriumAEH2.92e-032.63e-01-0.2576
9353SLIT2AEH-subject4HumanEndometriumAEH3.11e-084.72e-01-0.2657
9353SLIT2EEC-subject1HumanEndometriumEEC8.84e-124.85e-01-0.2682
9353SLIT2EEC-subject2HumanEndometriumEEC3.93e-541.10e+00-0.2607
9353SLIT2EEC-subject5HumanEndometriumEEC2.56e-104.50e-01-0.249
9353SLIT2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC7.52e-217.40e-01-0.1934
9353SLIT2TD9HumanLungIAC1.60e-041.02e+000.088
9353SLIT2RNA-P17T-P17T-2HumanLungIAC2.29e-035.78e-010.3371
9353SLIT2RNA-P17T-P17T-4HumanLungIAC4.12e-025.15e-010.343
9353SLIT2RNA-P17T-P17T-6HumanLungIAC4.45e-025.48e-010.3385
9353SLIT2RNA-P17T-P17T-8HumanLungIAC7.05e-066.53e-010.3329
9353SLIT2RNA-P25T1-P25T1-1HumanLungAIS1.89e-063.99e-01-0.2116
9353SLIT2RNA-P25T1-P25T1-4HumanLungAIS2.55e-033.88e-01-0.2119
9353SLIT2male-WTAHumanThyroidPTC1.58e-253.00e-010.1037
9353SLIT2PTC01HumanThyroidPTC3.90e-061.75e-010.1899
9353SLIT2PTC04HumanThyroidPTC2.66e-066.46e-020.1927
9353SLIT2PTC05HumanThyroidPTC8.82e-032.74e-010.2065
9353SLIT2PTC06HumanThyroidPTC3.32e-196.12e-010.2057
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:003210324ThyroidATCpositive regulation of response to external stimulus178/6293427/187232.61e-041.67e-03178
GO:000165721ThyroidATCureteric bud development47/629391/187232.85e-041.82e-0347
GO:006075912ThyroidATCregulation of response to cytokine stimulus76/6293162/187232.92e-041.85e-0376
GO:000182321ThyroidATCmesonephros development49/629396/187233.08e-041.94e-0349
GO:000195912ThyroidATCregulation of cytokine-mediated signaling pathway71/6293150/187233.28e-042.04e-0371
GO:0051494110ThyroidATCnegative regulation of cytoskeleton organization76/6293163/187233.68e-042.27e-0376
GO:00487545ThyroidATCbranching morphogenesis of an epithelial tube71/6293151/187234.18e-042.50e-0371
GO:000317912ThyroidATCheart valve morphogenesis31/629355/187234.33e-042.59e-0331
GO:00509206ThyroidATCregulation of chemotaxis99/6293223/187234.91e-042.86e-0399
GO:001481221ThyroidATCmuscle cell migration54/6293110/187235.47e-043.16e-0354
GO:001059431ThyroidATCregulation of endothelial cell migration102/6293232/187236.17e-043.51e-03102
GO:005105812ThyroidATCnegative regulation of small GTPase mediated signal transduction31/629356/187236.60e-043.74e-0331
GO:190274318ThyroidATCregulation of lamellipodium organization30/629354/187237.41e-044.14e-0330
GO:002198722ThyroidATCcerebral cortex development55/6293114/187238.32e-044.57e-0355
GO:001490914ThyroidATCsmooth muscle cell migration48/629397/187238.66e-044.71e-0348
GO:000328121ThyroidATCventricular septum development37/629371/187239.80e-045.21e-0337
GO:000323111ThyroidATCcardiac ventricle development58/6293123/187231.23e-036.46e-0358
GO:004001316ThyroidATCnegative regulation of locomotion160/6293391/187231.36e-037.07e-03160
GO:003003216ThyroidATClamellipodium assembly37/629372/187231.37e-037.12e-0337
GO:000320612ThyroidATCcardiac chamber morphogenesis57/6293121/187231.39e-037.20e-0357
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0436010EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436013EndometriumAEHAxon guidance39/1197182/84654.47e-032.46e-021.80e-0239
hsa0436022EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa0436032EndometriumEECAxon guidance39/1237182/84657.78e-033.66e-022.73e-0239
hsa043608LungIACAxon guidance34/1053182/84659.31e-033.62e-022.41e-0234
hsa0436011LungIACAxon guidance34/1053182/84659.31e-033.62e-022.41e-0234
hsa0436021LungAISAxon guidance34/961182/84652.22e-031.37e-028.80e-0334
hsa0436031LungAISAxon guidance34/961182/84652.22e-031.37e-028.80e-0334
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
SLIT2SNVMissense_Mutationrs763158714c.1507N>Tp.Asp503Tyrp.D503YO94813protein_codingdeleterious(0)probably_damaging(0.947)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLIT2SNVMissense_Mutationnovelc.1115T>Gp.Phe372Cysp.F372CO94813protein_codingtolerated(0.14)possibly_damaging(0.763)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLIT2SNVMissense_Mutationc.4003N>Tp.Pro1335Serp.P1335SO94813protein_codingtolerated(0.39)benign(0.23)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLIT2SNVMissense_Mutationnovelc.3353T>Cp.Val1118Alap.V1118AO94813protein_codingtolerated(0.34)benign(0.009)TCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
SLIT2SNVMissense_Mutationrs749148075c.566N>Tp.Arg189Ilep.R189IO94813protein_codingtolerated(0.39)benign(0.216)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLIT2SNVMissense_Mutationrs767628989c.673N>Tp.Arg225Cysp.R225CO94813protein_codingdeleterious(0)probably_damaging(0.931)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
SLIT2SNVMissense_Mutationc.1112N>Cp.Leu371Prop.L371PO94813protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
SLIT2SNVMissense_Mutationc.1859G>Tp.Cys620Phep.C620FO94813protein_codingdeleterious(0)probably_damaging(0.975)TCGA-E9-A24A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
SLIT2SNVMissense_Mutationc.2668N>Cp.Gly890Argp.G890RO94813protein_codingtolerated(0.38)benign(0.021)TCGA-EW-A1IX-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyfemaraSD
SLIT2SNVMissense_Mutationrs752006737c.3412N>Ap.Val1138Ilep.V1138IO94813protein_codingtolerated(0.25)benign(0.014)TCGA-EW-A423-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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